The graph represents a network of 27,092 Twitter users whose recent tweets contained "Christmas", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Sunday, 25 December 2022 at 15:08 UTC.
The tweets in the network were tweeted over the 1-minute period from Sunday, 25 December 2022 at 14:28 UTC to Sunday, 25 December 2022 at 14:30 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
The graph is directed.
The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Author Description
Vertices : 27092
Unique Edges : 26786
Edges With Duplicates : 3504
Total Edges : 30290
Number of Edge Types : 5
Retweet : 10963
Tweet : 9060
Replies to : 3745
MentionsInRetweet : 2666
Mentions : 3856
Self-Loops : 9195
Reciprocated Vertex Pair Ratio : 0.00688951263077316
Reciprocated Edge Ratio : 0.0136847440446021
Connected Components : 10153
Single-Vertex Connected Components : 3190
Maximum Vertices in a Connected Component : 1233
Maximum Edges in a Connected Component : 1858
Maximum Geodesic Distance (Diameter) : 39
Average Geodesic Distance : 12.304406
Graph Density : 2.68819631880549E-05
Modularity : 0.782354
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 27,092 Twitter users whose recent tweets contained "Christmas", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Sunday, 25 December 2022 at 15:08 UTC.
The tweets in the network were tweeted over the 1-minute period from Sunday, 25 December 2022 at 14:28 UTC to Sunday, 25 December 2022 at 14:30 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : Christmas
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Color : In-Degree
Vertex Radius : In-Degree
Vertex Alpha : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[14586] merry,christmas [893] christmas,happy [647] happy,holidays [571] christmas,eve [544] happy,christmas [442] kabir,god [319] christmas,tree [292] christmas,giveaway [280] christmas,gift [273] christmas,hope Top Word Pairs in Tweet in G1:
[2022] merry,christmas [146] christmas,happy [105] happy,holidays [92] kabir,god [59] christmas,hope [53] happy,christmas [50] त,र [44] christmas,morning [40] christmas,family [38] wish,merry Top Word Pairs in Tweet in G2:
[235] merry,christmas [34] christmas,happy [29] ม,แต [24] ขอให,ท [23] happy,holidays [22] งในคณะท,ใช [22] ยท,ชอบ [22] มหาล,ยท [22] ท,กท [22] #bambam,bambam1a Top Word Pairs in Tweet in G3:
[92] merry,christmas [53] christmas,eve [36] greg,abbott [23] migrants,dropped [23] kamala,harris' [20] stunt,greg [13] dropped,kamala [12] celebrating,christmas [12] harris',home [11] residence,temperature Top Word Pairs in Tweet in G4:
[101] merry,christmas [75] #nctdream,#candy [75] #candy,#nctdream_candy [75] christmas,message [73] message,7dream [73] winter,night [73] night,christmas [73] 7dream,#winter_night_with_7dream [73] #winter_night_with_7dream,#nctdream [53] #christmas,#메리크리스마스 Top Word Pairs in Tweet in G5:
[87] merry,christmas [40] family,merry [35] biden,family [34] entire,biden [33] christmas,america [24] potus,merry [12] finishing,touches [12] christmas,eve [12] great,christmas [12] touches,hope Top Word Pairs in Tweet in G6:
[116] merry,christmas [97] ร,ฟอล [90] เล,นก [78] ขอให,ท [76] วยฮ,บบบ [76] บแต,ส [76] ได,ร [76] คนละต,วด [76] ส,งด [76] ipad,เคร Top Word Pairs in Tweet in G7:
[82] merry,christmas [38] lot,like [33] like,christmas [24] christmas,cover [20] republican,party [19] biggest,single [17] christmas,greg [17] spotify,chart [17] greg,abbott [17] abbott,sending Top Word Pairs in Tweet in G8:
[143] merry,christmas [37] ววว,merry [37] christmas,#xmasdmdpartyxgrabfood [37] มแล,ววว [37] เร,มแล [14] warm,hug [14] christmas,warm [11] christmas,นะค [10] wish,christmas [10] warm,wish Top Word Pairs in Tweet in G9:
[145] merry,christmas [33] #weishenv,#威神v [33] #wayv,#weishenv [28] christmas,ค [26] บท,กคน [24] จร,งๆ [24] christmas,นะคร [24] นะคร,บท [24] ไปรอบๆ,hometown [24] บข,ไปรอบๆ Top Word Pairs in Tweet in G10:
[122] christmas,part [47] merry,christmas [26] m_o_g_m_o_g_555,さん描き下ろしです [26] #水星の魔女,#g_witch [26] いつも応援してくださる皆さまへのプレゼントとして,クリスマスの特別イラストを公開 [26] 12月25日にちなみ,いつも応援してくださる皆さまへのプレゼントとして [26] christmas,本日 [26] キャラクターデザイン原案の,モグモ [26] モグモ,m_o_g_m_o_g_555 [26] クリスマスの特別イラストを公開,キャラクターデザイン原案の Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: